Find a dataset, explore the background of the data

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Reference no: EM133325486

Topic: Data analysis

Problem 1) find a dataset, explore the background of the data, including which are predictors, which is the response, is it continuous (regression) or categorical response (classification), is it supervised or unsupervised, and also explore the scientific questions that you need to solve.

Problem 2) try several models that are relevant to the data needs and compare them; adjust different tuning parameters and choose a relatively optimal one; perform variable selection if you have a large number of predictors.

Problem 3) for the final model that you choose, do prediction use some new dataset, evaluate training errors and test errors. validate your findings if possible.

Problem 4) interpret results using context of dataset, make several plots to visualize results

Reference no: EM133325486

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